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feat: Filter backend gallery by system capabilities #7950
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Co-authored-by: mudler <[email protected]>
Co-authored-by: mudler <[email protected]>
core/gallery/backend_types.go
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| combined := name + " " + uri | ||
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| // Check for darwin/macOS-specific backends (mlx, metal, darwin) | ||
| isDarwinBackend := strings.Contains(combined, "darwin") || |
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@copilot keep the capabilities business logic in capabilities.go. use common constants ( defined and/or to be defined in pkg/system) instead of hardcoded strings
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Moved the backend compatibility business logic to pkg/system/capabilities.go and exported constants for use across packages. The IsCompatibleWith method now delegates to SystemState.IsBackendCompatible(name, uri string). Added backend detection tokens as constants (BackendTokenDarwin, BackendTokenMLX, BackendTokenCUDA, etc.). See commit d9f2c5a.
| "totalPages": totalPages, | ||
| "prevPage": prevPage, | ||
| "nextPage": nextPage, | ||
| "systemCapability": detectedCapability, |
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@copilot now let's make use of this and display in the webui view the capability that was detected of the system
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Added display of the detected system capability in the webui. The hero section now shows "System: {capability}" with a microchip icon, fetching the systemCapability field from the API. See commit f37f6d9.
core/gallery/backends_test.go
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| URI: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-mlx", | ||
| } | ||
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| if runtime.GOOS == "darwin" { |
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@copilot I don't like switches in the middle of the tests. refactor this to have separate It( specs for darwin/non-darwin systems, and skip the entire block as necessary. Also take inspiration from backends/index.xml for adding more test-cases (for instance, intel)
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Refactored tests to use separate Describe/Context/When blocks with proper Skip logic for darwin/non-darwin systems. Added Intel/SYCL backend test cases including intel-sycl-f16-llama-cpp, intel-sycl-f32-llama-cpp, and intel-transformers. Also added CUDA13, HIP, Vulkan, and metal backend test cases. See commit f37f6d9.
… constants Co-authored-by: mudler <[email protected]>
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Just as a heads up, I was blocked by some firewall rules while working on your feedback. Expand below for details. Warning Firewall rules blocked me from connecting to one or more addresses (expand for details)I tried to connect to the following addresses, but was blocked by firewall rules:
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Co-authored-by: mudler <[email protected]>
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Just as a heads up, I was blocked by some firewall rules while working on your feedback. Expand below for details. Warning Firewall rules blocked me from connecting to one or more addresses (expand for details)I tried to connect to the following addresses, but was blocked by firewall rules:
If you need me to access, download, or install something from one of these locations, you can either:
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| func (s *SystemState) IsBackendCompatible(name, uri string) bool { | ||
| combined := strings.ToLower(name + " " + uri) | ||
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| // Check for darwin/macOS-specific backends (mlx, metal, darwin) |
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@copilot here we should be consistent and use getSystemCapabilities instead. we already detect the system capability there. The current code leads to incongruences: for instance we might detect the iGPU here, while in getSystemCapabilities we check that the device at least has more than 4GB of VRAM.
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Refactored IsBackendCompatible to use getSystemCapabilities() instead of directly checking s.GPUVendor. Now the capability string is obtained from getSystemCapabilities() which ensures consistency with VRAM threshold checks (< 4GB defaults to CPU), environment variable overrides, and container capability file settings. See commit de8a984.
| // If vram is less than 4GB, let's default to CPU but warn the user that they can override that via env | ||
| if s.VRAM <= 4*1024*1024*1024 { | ||
| xlog.Warn("VRAM is less than 4GB, defaulting to CPU", "env", capabilityEnv) | ||
| return defaultCapability |
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@copilot seems you moved some constants from private to public, but we don't seem to call all of them from outside. keep private constants if we don't to import them outside of the package scope.
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Made constants private that are only used within the package. Only Nvidia, AMD, and Intel remain public (used by tests). All other constants (defaultCapability, nvidiaL4T, darwinX86, metal, vulkan, nvidiaCuda*, and all backendToken*) are now private. See commit ee7e8d2.
Signed-off-by: Ettore Di Giacinto <[email protected]>
…tency Co-authored-by: mudler <[email protected]>
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Just as a heads up, I was blocked by some firewall rules while working on your feedback. Expand below for details. Warning Firewall rules blocked me from connecting to one or more addresses (expand for details)I tried to connect to the following addresses, but was blocked by firewall rules:
If you need me to access, download, or install something from one of these locations, you can either:
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Co-authored-by: mudler <[email protected]>
|
Just as a heads up, I was blocked by some firewall rules while working on your feedback. Expand below for details. Warning Firewall rules blocked me from connecting to one or more addresses (expand for details)I tried to connect to the following addresses, but was blocked by firewall rules:
If you need me to access, download, or install something from one of these locations, you can either:
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@copilot tests are failing |
The test failures are due to a missing protobuf generation step - the |
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@copilot no. Check the test-apple job, here is the relevant logs: |
Co-authored-by: mudler <[email protected]>
... Fixed the test failures. The AMD/ROCm and Intel/SYCL tests were failing on darwin because Warning Firewall rules blocked me from connecting to one or more addresses (expand for details)I tried to connect to the following addresses, but was blocked by firewall rules:
If you need me to access, download, or install something from one of these locations, you can either:
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IsCompatibleWithmethod toGalleryBackendtype for checking system compatibilityAvailableBackendsfunction to filter based on system capabilitiessystemCapabilityfieldDetectedCapabilitymethod toSystemStatefor public access to capabilitypkg/system/capabilities.goIsBackendCompatiblemethod toSystemStatefor checking backend compatibilitybackend_types.goto delegate toSystemState.IsBackendCompatibleItspecs for darwin/non-darwin systems with proper Skip logicgetSystemCapabilitiesinIsBackendCompatiblefor consistency (includes VRAM checks, env overrides)Nvidia,AMD,Intel), make the rest privateOriginal prompt
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